東華大學圖書館 |

語系: 繁體中文

說明(常見問題)

回圖書館首頁

手機版館藏查詢

登入

回首頁 到查詢結果 [ subject:"Statistics in Life Sciences, Medicine, Health Sciences." ]

切換: 標籤 | MARC模式 | ISBD

The 2x2 matrix = contingency, confus...

Larner, A. J.

FindBook

Google Book

Amazon

博客來

The 2x2 matrix = contingency, confusion and the metrics of binary classification /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	The 2x2 matrix/ by A.J. Larner.
其他題名:	contingency, confusion and the metrics of binary classification /
作者:	Larner, A. J.
出版者:	Cham :Springer International Publishing : : 2021.,
面頁冊數:	1 online resource (xvi, 166 p.) :ill., digital ;24 cm.
內容註:	Introduction -- Paired measures -- Paired complementary measures -- Unitary measures -- Reciprocal measures -- Other measures, other tables -- Outcome measures not directly related to the 2x2 table -- Index.
Contained By:	Springer Nature eBook
標題:	Contingency tables. -
電子資源:	https://doi.org/10.1007/978-3-030-74920-0
ISBN:	9783030749200

The 2x2 matrix = contingency, confusion and the metrics of binary classification /
Larner, A. J.

The 2x2 matrixcontingency, confusion and the metrics of binary classification /[electronic resource] :by A.J. Larner. - Cham :Springer International Publishing :2021. - 1 online resource (xvi, 166 p.) :ill., digital ;24 cm.

Introduction -- Paired measures -- Paired complementary measures -- Unitary measures -- Reciprocal measures -- Other measures, other tables -- Outcome measures not directly related to the 2x2 table -- Index.

This book presents and discusses the numerous measures of test performance that can be derived from 2x2 tables. Worked examples based on pragmatic test accuracy study data are used in chapters to illustrate relevance to day-to-day clinical practice. Readers will gain a good understanding of sensitivity and specificity and predictive values along with many other parameters. The contents are highly structured and the use of worked examples facilitates understanding and interpretation. This book is a resource for clinicians in any discipline who are involved in the performance or assessment of test accuracy studies, and professionals in the disciplines of machine learning or informatics wishing to gain insight into clinical applications of 2x2 tables.

ISBN: 9783030749200

Standard No.: 10.1007/978-3-030-74920-0doiSubjects--Topical Terms:

565990
Contingency tables.

LC Class. No.: R858 / L37 2021

Dewey Class. No.: 610.151

The 2x2 matrix = contingency, confusion and the metrics of binary classification /
LDR:01931nmm a2200301 a 4500 001 2262380
003 DE-He213
005 20220110072107.0
006 m o d
007 cr nn 008maaau
008 220616s2021 sz s 0 eng d
020 $a 9783030749200 $q (electronic bk.)
020 $a 9783030749194 $q (paper)
024 7 $a 10.1007/978-3-030-74920-0 $2 doi
035 $a 978-3-030-74920-0
040 $a GP $c GP
041 0 $a eng
050 4 $a R858 $b L37 2021
072 7 $a MED090000 $2 bisacsh
082 0 4 $a 610.151 $2 23
090 $a R858 $b .L325 2021
100 1 $a Larner, A. J. $3 872107
245 1 4 $a The 2x2 matrix $h [electronic resource] : $b contingency, confusion and the metrics of binary classification / $c by A.J. Larner.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2021.
300 $a 1 online resource (xvi, 166 p.) : $b ill., digital ; $c 24 cm.
505 0 $a Introduction -- Paired measures -- Paired complementary measures -- Unitary measures -- Reciprocal measures -- Other measures, other tables -- Outcome measures not directly related to the 2x2 table -- Index.
520 $a This book presents and discusses the numerous measures of test performance that can be derived from 2x2 tables. Worked examples based on pragmatic test accuracy study data are used in chapters to illustrate relevance to day-to-day clinical practice. Readers will gain a good understanding of sensitivity and specificity and predictive values along with many other parameters. The contents are highly structured and the use of worked examples facilitates understanding and interpretation. This book is a resource for clinicians in any discipline who are involved in the performance or assessment of test accuracy studies, and professionals in the disciplines of machine learning or informatics wishing to gain insight into clinical applications of 2x2 tables.
650 0 $a Contingency tables. $3 565990
650 0 $a Medical informatics. $3 661258
650 1 4 $a Statistics in Life Sciences, Medicine, Health Sciences. $3 3538795
650 2 4 $a Neurology. $3 588698
650 2 4 $a Health Informatics. $3 892928
650 2 4 $a Machine Learning. $3 3382522
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
856 4 0 $u https://doi.org/10.1007/978-3-030-74920-0
950 $a Mathematics and Statistics (SpringerNature-11649)